Application Areas
34,437 papers (4 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Domain Adaptation (9,897)
Efficient Computing (8,226)
Data Augmentation (3,648)
Fairness (3,574)
Knowledge Distillation (3,219)
Privacy (3,022)
Domain Generalization (1,972)
Model Compression (1,736)
Risk Management (1,119)
Model Merging (592)
Recommender Systems (343)
Information Retrieval (249)
Text Classification (144)
Text Processing (2)
Papers per year
1
3
5
5
4
19
24
28
26
35
42
55
142
116
147
330
517
1,020
1,828
2,498
3,411
3,854
5,063
6,422
7,176
1,666
2000
'5
'10
'15
'20
'25
Papers (including subtopics)
Robust Models are less Over-Confident
NeurIPS 2022
Robust Models Are More Interpretable Because Attributions Look Normal
ICML 2022
Robust MT Evaluation with Sentence-level Multilingual Augmentation
EMNLP 2022
Robustness and Accuracy Could Be Reconcilable by (Proper) Definition
ICML 2022
Robustness Disparities in Face Detection
NeurIPS 2022
Robustness in Multi-Objective Submodular Optimization: a Quantile Approach
ICML 2022
Robustness of Demonstration-based Learning Under Limited Data Scenario
EMNLP 2022
Robustness Verification for Contrastive Learning
ICML 2022
Robust Optimization As Data Augmentation for Large-Scale Graphs
CVPR 2022
Robust Pitch Estimation Using Multi-Branch CNN-LSTM and 1-Norm LP Residual
Interspeech 2022
Robust Question Answering against Distribution Shifts with Test-Time Adaption: An Empirical Study
EMNLP 2022
Robust Rent Division
NeurIPS 2022
Robust Rule Learning for Reliable and Interpretable Insight into Expertise Transfer Opportunities
AAAI 2022
Robust Scene Text Detection via Learnable Scene
Transformations
ACML 2022
Robust Self-Augmentation for Named Entity Recognition with Meta Reweighting
NAACL 2022
Robust Single Image Dehazing Based on Consistent and Contrast-Assisted Reconstruction
IJCAI 2022
Robust Stochastic Linear Contextual Bandits Under Adversarial Attacks
AISTATS 2022
Robust Unlearnable Examples: Protecting Data Privacy Against Adversarial Learning
ICLR 2022
RoChBert: Towards Robust BERT Fine-tuning for Chinese
EMNLP 2022
Role of Human-AI Interaction in Selective Prediction
AAAI 2022
ROLLER: Fast and Efficient Tensor Compilation for Deep Learning
OSDI 2022
RSA: Reducing Semantic Shift from Aggressive Augmentations for Self-supervised Learning
NeurIPS 2022
RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer
NeurIPS 2022
RUG-1-Pegasussers at SemEval-2022 Task 3: Data Generation Methods to Improve Recognizing Appropriate Taxonomic Word Relations
SemEval 2022
S2P: State-conditioned Image Synthesis for Data Augmentation in Offline Reinforcement Learning
NeurIPS 2022